This introductory course guides you through the initial yet critical steps of any data science project: data exploration. By utilizing Python and specifically pandas, you'll learn to load, inspect, and analyze datasets to gain fundamental insights. These steps are crucial for preparing you for Natural Language Processing explorations.
Overview
Syllabus
- Lesson 1: Exploring Text Data: Loading and Examining the SMS Spam Collection Dataset
- Lesson 2: Exploring Text Data: Unveiling the Details of SMS Spam Collection
- Lesson 3: Detecting Missing Data and Understanding Data Types in NLP
- Lesson 4: Visualizing Text Data: Understanding Class Distribution with Seaborn in NLP
